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Volumn 2, Issue , 2004, Pages 474-479

A new framework for uncertainty sampling: Exploiting uncertain and positive-certain examples in similarity-based text classification

Author keywords

[No Author keywords available]

Indexed keywords

HUMAN LABELING; NATURAL LANGUAGES; TEXT CLASSIFICATION; UNCERTAINTY SAMPLING;

EID: 3042555465     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ITCC.2004.1286699     Document Type: Conference Paper
Times cited : (4)

References (16)
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    • (1994) ACM Transactions of Information Systems , vol.12 , Issue.3 , pp. 233-251
    • Apte, C.1    Damerau, F.2    Weiss, S.M.3
  • 4
    • 0028424239 scopus 로고
    • Improving generalization with active learning
    • D. Cohn, L. Atlas, and R. Lander, "Improving Generalization with Active Learning", Machine Learning, 15(2), pages 201-221, 1994.
    • (1994) Machine Learning , vol.15 , Issue.2 , pp. 201-221
    • Cohn, D.1    Atlas, L.2    Lander, R.3
  • 6
    • 0033886806 scopus 로고    scopus 로고
    • Text classification from labeled and unlabeled documents using EM
    • K. Nigam, A. K. McCallum, S. Thrun, and T. M. Mitchell, "Text Classification from Labeled and Unlabeled Documents using EM", Machine Learning, 39, pages 103-134, 2000.
    • (2000) Machine Learning , vol.39 , pp. 103-134
    • Nigam, K.1    McCallum, A.K.2    Thrun, S.3    Mitchell, T.M.4
  • 7
    • 3042636320 scopus 로고    scopus 로고
    • Lazy linear classifier and rank-in-score threshold in similarity-based text categorization
    • Sydney, Australia
    • K. H. Lee, J. Kay, and B. H. Kang, "Lazy Linear Classifier and Rank-in-Score Threshold in Similarity-Based Text Categorization" ICML Workshop on Text Learning (TextML'2002), Sydney, Australia, pages 36-43, 2002.
    • (2002) ICML Workshop on Text Learning (TextML'2002) , pp. 36-43
    • Lee, K.H.1    Kay, J.2    Kang, B.H.3
  • 9
    • 0002039278 scopus 로고
    • Automatic query expansion using SMART: TREC 3
    • National Institute of Standards and Technology Special Publication 500-207. Gaithersburg, MD
    • C. Buckley, G. Salton, J. Allan, and A. Singhal, "Automatic Query Expansion Using SMART: TREC 3", The Third Text Retrieval Conference (TREC-3). National Institute of Standards and Technology Special Publication 500-207. Gaithersburg, MD, 1995.
    • (1995) The Third Text Retrieval Conference (TREC-3)
    • Buckley, C.1    Salton, G.2    Allan, J.3    Singhal, A.4
  • 14
    • 3042554119 scopus 로고    scopus 로고
    • Reuters-21578 collection, originally collected and labeled by Carnegie Group Inc and Reuters Ltd, may be freely available for research purpose only from, http://www.daviddlewis.com/resources/testcollections/reuters21578/
  • 15
    • 84948481845 scopus 로고
    • An algorithm for suffix stripping
    • M. F. Porter, "An Algorithm for Suffix Stripping", Program, 14(3), pages 130-137, 1980.
    • (1980) Program , vol.14 , Issue.3 , pp. 130-137
    • Porter, M.F.1
  • 16
    • 27144441097 scopus 로고    scopus 로고
    • An evaluation of statistical approaches to text categorization
    • Y. Yang, "An Evaluation of Statistical Approaches to Text Categorization", Journal of Information Retrieval, 1(1/2), pages 67-88, 1999.
    • (1999) Journal of Information Retrieval , vol.1 , Issue.1-2 , pp. 67-88
    • Yang, Y.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.